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GenomicsProceedings of the National Academy of Sciences
Peer-reviewed journal article

Towards comprehensive characterization of CRISPR-linked genes

Sergey ShmakoviD, Kira S. MakarovaiD, Yuri I. WolfiD, Konstantin SeverinoviD, Eugene V. KooniniD

Abstract

The CRISPR-Cas systems of bacterial and archaeal adaptive immunity consist of arrays of direct repeats separated by unique spacers and multiple CRISPR-associated (cas) genes encoding proteins that mediate the adaptation, CRISPR RNA maturation and interference stages of the CRISPR response. In addition to the relatively small set of core cas genes that are typically present in all representatives of each (sub)type of CRISPR-Cas systems and are essential for the defense function, numerous genes occur in CRISPR-cas loci only sporadically. Some of these have been shown to perform various ancillary roles in CRISPR response whereas the functional relevance of many others, if any, remains obscure. We developed a computational strategy for systematically detecting genes that are likely to be functionally linked to CRISPR-Cas systems. The approach is based on a \"CRISPRicity\" metric that measures the strength of CRISPR association for all protein-coding genes from sequenced bacterial and archaeal genomes. Uncharacterized genes with CRISPRicity values comparable to those of known cas genes are considered candidate CRISPR-ancillary genes, and we describe additional criteria to identify functionally relevant genes in the candidate set. About 80 genes that were not previously reported to be associated with CRISPR-Cas were identified as probable CRISPR-ancillary genes. A substantial majority of these genes reside in type III CRISPR-cas loci which implies exceptional functional versatility of type III systems. Numerous candidate CRISPR-ancillary genes encode integral membrane proteins suggestive of tight membrane connections of type III CRISPR-Cas whereas many other candidates are proteins implicated in various signal transduction pathways. These predictions provide ample material for improving annotation of CRISPR-cas loci and experimental characterization of previously unsuspected aspects of CRISPR-Cas functionality.\n\nSIGNIFICANCEThe CRISPR-Cas systems that mediate adaptive immunity in bacteria and archaea encompass a small set of core cas genes that are essential in a broad range of CRISPR-Cas systems. However, a much greater number of genes only sporadically co-occur with CRISPR-Cas, and for most of these, involvement in CRISPR-Cas functions has not been demonstrated. We developed a computational strategy that provides for systematic identification of CRISPR-linked proteins and prediction of their functional association with CRISPR-Cas systems. About 80 previously undetected, putative CRISPR-accessory proteins were identified. A large fraction of these proteins are predicted to be membrane-associated revealing an unknown side of CRISPR biology.

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